On Generating Fuzzy Rules by an Evolutionary Approach. - Danuta Rutkowska (Cybern. Syst., 1998)

On Processing of Noisy Data by Fuzzy Inference Neural Networks. - Danuta Rutkowska; Leszek Rutkowski; Robert Nowicki (SIP, 1999)

Neuro-Fuzzy Systems Approaches. - Danuta Rutkowska; Yoichi Hayashi (J. Adv. Comput. Intell. Intell. Informatics, 1999)

Parallel Processing by Implication-Based Neuro-Fuzzy Systems. - Danuta Rutkowska; Robert Nowicki; Yoichi Hayashi (PPAM, 2001)

Type 2 fuzzy neural networks: an interpretation based on fuzzy inference neural networks with fuzzy parameters. - Danuta Rutkowska (FUZZ-IEEE, 2002)

Neuro-Fuzzy Architectures and Hybrid Learning - Danuta Rutkowska (Springer, 2002)

Perception-based systems for medical diagnosis. - Danuta Rutkowska (EUSFLAT Conf., 2003)

Multi-expert Systems. - Danuta Rutkowska (PPAM, 2003)

A Multi-stage Classification Method in Application to Diagnosis of Larynx Cancer. - Danuta Rutkowska; Jacek K. Klimala (ICAISC, 2004)

Knowledge Acquisition and Processing: New Methods for Neuro-Fuzzy Systems. - Danuta Rutkowska (SOFSEM, 2004)

IF-THEN rules in neural networks for classification. - Danuta Rutkowska (CIMCA/IAWTIC, 2005)

A New Version of the Fuzzy-ID3 Algorithm. - Lukasz Bartczuk; Danuta Rutkowska (ICAISC, 2006)

Algorithm for Generating Fuzzy Rules for WWW Document Classification. - Piotr Dziwiñski; Danuta Rutkowska (ICAISC, 2006)

Type-2 Fuzzy Decision Trees. - Lukasz Bartczuk; Danuta Rutkowska (ICAISC, 2008)

Ant Focused Crawling Algorithm. - Piotr Dziwiñski; Danuta Rutkowska (ICAISC, 2008)

An Expert System for Human Personality Characteristics Recognition. - Danuta Rutkowska (ICAISC (1), 2010)

Influence of Facial Asymmetry on Human Recognition. - Damian Kurach; Danuta Rutkowska (ICAISC (2), 2012)

Fuzzy Granulation Approach to Color Digital Picture Recognition. - Krzysztof Wiaderek; Danuta Rutkowska (ICAISC (1), 2013)

Face Classification Based on Linguistic Description of Facial Features. - Damian Kurach; Danuta Rutkowska; Elisabeth Rakus-Andersson (ICAISC (2), 2014)

Color Digital Picture Recognition Based on Fuzzy Granulation Approach. - Krzysztof Wiaderek; Danuta Rutkowska; Elisabeth Rakus-Andersson (ICAISC (1), 2014)

The Fuzzified Quasi-Perceptron in Decision Making Concerning Treatments in Necrotizing Fasciitis. - Elisabeth Rakus-Andersson; Janusz Frey; Danuta Rutkowska (ICAISC, 2015)

Information Granules in Application to Image Recognition. - Krzysztof Wiaderek; Danuta Rutkowska; Elisabeth Rakus-Andersson (ICAISC (1), 2015)

New Algorithms for a Granular Image Recognition System. - Krzysztof Wiaderek; Danuta Rutkowska; Elisabeth Rakus-Andersson (ICAISC (2), 2016)

Linguistic Description of Color Images Generated by a Granular Recognition System. - Krzysztof Wiaderek; Danuta Rutkowska; Elisabeth Rakus-Andersson (ICAISC (1), 2017)

Linguistic Description of Images Based on Fuzzy Histograms. - Krzysztof Wiaderek; Danuta Rutkowska (IP&C, 2017)

Parallel Processing of Color Digital Images for Linguistic Description of Their Content. - Krzysztof Wiaderek; Danuta Rutkowska; Elisabeth Rakus-Andersson (PPAM (1), 2017)

Image Retrieval by Use of Linguistic Description in Databases. - Krzysztof Wiaderek; Danuta Rutkowska; Elisabeth Rakus-Andersson (ICAISC (2), 2018)

On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine. - Maciej Jaworski; Piotr Duda; Danuta Rutkowska; Leszek Rutkowski (ICONIP (5), 2019)

On the Hermite Series-Based Generalized Regression Neural Networks for Stream Data Mining. - Danuta Rutkowska; Leszek Rutkowski (ICONIP (3), 2019)

On Explainable Flexible Fuzzy Recommender and Its Performance Evaluation Using the Akaike Information Criterion. - Tomasz Rutkowski; Krystian Lapa; Maciej Jaworski; Radoslaw Nielek; Danuta Rutkowska (ICONIP (4), 2019)

Parallel Processing of Images Represented by Linguistic Description in Databases. - Danuta Rutkowska; Krzysztof Wiaderek (PPAM (1), 2019)

Face Recognition with Explanation by Fuzzy Rules and Linguistic Description. - Danuta Rutkowska; Damian Kurach; Elisabeth Rakus-Andersson (ICAISC (1), 2020)

A Novel Explainable Recommender for Investment Managers. - Tomasz Rutkowski; Radoslaw Nielek; Danuta Rutkowska; Leszek Rutkowski (ICAISC (2), 2020)

On the Parzen Kernel-Based Probability Density Function Learning Procedures Over Time-Varying Streaming Data With Applications to Pattern Classification. - Piotr Duda; Leszek Rutkowski; Maciej Jaworski; Danuta Rutkowska (IEEE Trans. Cybern., 2020)

Fuzzy Granulation Approach to Face Recognition. - Danuta Rutkowska; Damian Kurach; Elisabeth Rakus-Andersson (ICAISC (2), 2021)

The L2 convergence of stream data mining algorithms based on probabilistic neural networks. - Danuta Rutkowska; Piotr Duda; Jinde Cao; Leszek Rutkowski; Aleksander Byrski; Maciej Jaworski; Dacheng Tao (Inf. Sci., 2023)

An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks. - Tacjana Niksa-Rynkiewicz; Piotr Stomma; Anna Witkowska; Danuta Rutkowska; Adam Slowik; Krzysztof Cpalka; Joanna Jaworek-Korjakowska; Piotr Kolendo (J. Artif. Intell. Soft Comput. Res., 2023)

An Explainable AI Approach to Agrotechnical Monitoring and Crop Diseases Prediction in Dnipro Region of Ukraine. - Ivan Laktionov; Grygorii Diachenko; Danuta Rutkowska; Marek Kisiel-Dorohinicki (J. Artif. Intell. Soft Comput. Res., 2023)

A New Approach to Detecting and Preventing Populations Stagnation Through Dynamic Changes in Multi-Population-Based Algorithms. - Krystian Lapa; Danuta Rutkowska; Aleksander Byrski; Christian Napoli 001 (J. Artif. Intell. Soft Comput. Res., 2023)

Probabilistic neural networks for incremental learning over time-varying streaming data with application to air pollution monitoring. - Danuta Rutkowska; Piotr Duda; Jinde Cao; Maciej Jaworski; Marek Kisiel-Dorohinicki; Dacheng Tao; Leszek Rutkowski (Appl. Soft Comput., 2024)